Dataset statistics
| Number of variables | 30 |
|---|---|
| Number of observations | 56 |
| Missing cells | 162 |
| Missing cells (%) | 9.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 12.9 KiB |
| Average record size in memory | 235.4 B |
Variable types
| DateTime | 1 |
|---|---|
| Categorical | 3 |
| Numeric | 26 |
Mood_num is highly correlated with Mood_bin_num and 1 other fields | High correlation |
Mood_bin_num is highly correlated with Mood_num and 1 other fields | High correlation |
Friends is highly correlated with Mood_num and 1 other fields | High correlation |
Stress is highly correlated with PreviousNightMood | High correlation |
PreviousNightMood is highly correlated with Stress | High correlation |
GeoLatitude is highly correlated with GeoLongitude and 1 other fields | High correlation |
GeoLongitude is highly correlated with GeoLatitude and 1 other fields | High correlation |
AtHome is highly correlated with GeoLatitude and 1 other fields | High correlation |
Mood_num is highly correlated with Mood_bin_num and 1 other fields | High correlation |
Mood_bin_num is highly correlated with Mood_num and 1 other fields | High correlation |
Friends is highly correlated with Mood_num and 1 other fields | High correlation |
Stress is highly correlated with PreviousNightMood | High correlation |
PreviousNightMood is highly correlated with Stress | High correlation |
GeoLatitude is highly correlated with GeoLongitude | High correlation |
GeoLongitude is highly correlated with GeoLatitude | High correlation |
Mood_num is highly correlated with Mood_bin_num and 1 other fields | High correlation |
Mood_bin_num is highly correlated with Mood_num and 1 other fields | High correlation |
Friends is highly correlated with Mood_num and 1 other fields | High correlation |
GeoLatitude is highly correlated with GeoLongitude and 1 other fields | High correlation |
GeoLongitude is highly correlated with GeoLatitude and 1 other fields | High correlation |
AtHome is highly correlated with GeoLatitude and 1 other fields | High correlation |
Mood is highly correlated with Mood_bin | High correlation |
Mood_bin is highly correlated with Mood | High correlation |
Date is highly correlated with Mood and 28 other fields | High correlation |
Mood is highly correlated with Date and 5 other fields | High correlation |
Mood_num is highly correlated with Date and 5 other fields | High correlation |
Mood_bin is highly correlated with Date and 4 other fields | High correlation |
Mood_bin_num is highly correlated with Date and 4 other fields | High correlation |
Time is highly correlated with Date and 4 other fields | High correlation |
Day is highly correlated with Date and 2 other fields | High correlation |
Entertainment is highly correlated with Date and 1 other fields | High correlation |
Exercise is highly correlated with Date and 1 other fields | High correlation |
Family is highly correlated with Date and 1 other fields | High correlation |
Food is highly correlated with Date | High correlation |
Friends is highly correlated with Date and 4 other fields | High correlation |
Hobby is highly correlated with Date and 2 other fields | High correlation |
Love is highly correlated with Date | High correlation |
Music is highly correlated with Date and 2 other fields | High correlation |
NightOut is highly correlated with Date | High correlation |
Projects is highly correlated with Date | High correlation |
School is highly correlated with Date | High correlation |
SelfCare is highly correlated with Date and 1 other fields | High correlation |
Sleep is highly correlated with Date | High correlation |
CaffeineCups is highly correlated with Date | High correlation |
AlcoholDrinks is highly correlated with Date and 5 other fields | High correlation |
Stress is highly correlated with Date and 4 other fields | High correlation |
Sleepiness is highly correlated with Date and 3 other fields | High correlation |
PreviousNightMood is highly correlated with Date and 1 other fields | High correlation |
GeoLatitude is highly correlated with Date and 2 other fields | High correlation |
GeoLongitude is highly correlated with Date and 4 other fields | High correlation |
StressR7DM is highly correlated with Date and 3 other fields | High correlation |
SleepinessR7DM is highly correlated with Date and 2 other fields | High correlation |
AtHome is highly correlated with Date and 2 other fields | High correlation |
Mood has 3 (5.4%) missing values | Missing |
Mood_num has 3 (5.4%) missing values | Missing |
Mood_bin has 3 (5.4%) missing values | Missing |
Mood_bin_num has 3 (5.4%) missing values | Missing |
Time has 3 (5.4%) missing values | Missing |
Day has 3 (5.4%) missing values | Missing |
Entertainment has 3 (5.4%) missing values | Missing |
Exercise has 3 (5.4%) missing values | Missing |
Family has 3 (5.4%) missing values | Missing |
Food has 3 (5.4%) missing values | Missing |
Friends has 3 (5.4%) missing values | Missing |
Hobby has 3 (5.4%) missing values | Missing |
Love has 3 (5.4%) missing values | Missing |
Music has 3 (5.4%) missing values | Missing |
NightOut has 3 (5.4%) missing values | Missing |
Projects has 3 (5.4%) missing values | Missing |
School has 3 (5.4%) missing values | Missing |
SelfCare has 3 (5.4%) missing values | Missing |
Sleep has 3 (5.4%) missing values | Missing |
CaffeineCups has 11 (19.6%) missing values | Missing |
AlcoholDrinks has 11 (19.6%) missing values | Missing |
Stress has 11 (19.6%) missing values | Missing |
Sleepiness has 11 (19.6%) missing values | Missing |
PreviousNightMood has 19 (33.9%) missing values | Missing |
GeoLatitude has 11 (19.6%) missing values | Missing |
GeoLongitude has 11 (19.6%) missing values | Missing |
StressR7DM has 10 (17.9%) missing values | Missing |
SleepinessR7DM has 10 (17.9%) missing values | Missing |
Day is uniformly distributed | Uniform |
Date has unique values | Unique |
Mood_num has 4 (7.1%) zeros | Zeros |
Mood_bin_num has 23 (41.1%) zeros | Zeros |
Entertainment has 52 (92.9%) zeros | Zeros |
Exercise has 42 (75.0%) zeros | Zeros |
Family has 42 (75.0%) zeros | Zeros |
Food has 47 (83.9%) zeros | Zeros |
Friends has 30 (53.6%) zeros | Zeros |
Hobby has 50 (89.3%) zeros | Zeros |
Love has 44 (78.6%) zeros | Zeros |
Music has 52 (92.9%) zeros | Zeros |
NightOut has 50 (89.3%) zeros | Zeros |
Projects has 36 (64.3%) zeros | Zeros |
School has 21 (37.5%) zeros | Zeros |
SelfCare has 49 (87.5%) zeros | Zeros |
Sleep has 46 (82.1%) zeros | Zeros |
CaffeineCups has 39 (69.6%) zeros | Zeros |
AlcoholDrinks has 40 (71.4%) zeros | Zeros |
Stress has 2 (3.6%) zeros | Zeros |
GeoLatitude has 5 (8.9%) zeros | Zeros |
GeoLongitude has 5 (8.9%) zeros | Zeros |
AtHome has 48 (85.7%) zeros | Zeros |
Reproduction
| Analysis started | 2022-11-29 11:04:11.023629 |
|---|---|
| Analysis finished | 2022-11-29 11:05:50.217093 |
| Duration | 1 minute and 39.19 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 56 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 896.0 B |
| Minimum | 2022-10-01 00:00:00 |
|---|---|
| Maximum | 2022-11-25 00:00:00 |
Histogram with fixed size bins (bins=50)
| Distinct | 5 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Memory size | 716.0 B |
| Good | |
|---|---|
| Okay | |
| Terrific | |
| Bad | |
| Terrible |
Length
| Max length | 8 |
|---|---|
| Median length | 4 |
| Mean length | 4.811320755 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Okay |
|---|---|
| 2nd row | Bad |
| 3rd row | Terrific |
| 4th row | Terrific |
| 5th row | Okay |
Common Values
| Value | Count | Frequency (%) |
| Good | 22 | |
| Okay | 14 | |
| Terrific | 8 | 14.3% |
| Bad | 5 | 8.9% |
| Terrible | 4 | 7.1% |
| (Missing) | 3 | 5.4% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| good | 22 | |
| okay | 14 | |
| terrific | 8 | 15.1% |
| bad | 5 | 9.4% |
| terrible | 4 | 7.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Mood_num
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 5 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.471698113 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 4 |
| Zeros (%) | 7.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.102510659 |
|---|---|
| Coefficient of variation (CV) | 0.4460539308 |
| Kurtosis | 0.01508947288 |
| Mean | 2.471698113 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.6860867097 |
| Sum | 131 |
| Variance | 1.215529753 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) |
| 3 | 22 | |
| 2 | 14 | |
| 4 | 8 | 14.3% |
| 1 | 5 | 8.9% |
| 0 | 4 | 7.1% |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 4 | 7.1% |
| 1 | 5 | 8.9% |
| 2 | 14 | |
| 3 | 22 | |
| 4 | 8 | 14.3% |
| Value | Count | Frequency (%) |
| 4 | 8 | 14.3% |
| 3 | 22 | |
| 2 | 14 | |
| 1 | 5 | 8.9% |
| 0 | 4 | 7.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Memory size | 628.0 B |
| Good | |
|---|---|
| Bad |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.566037736 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Bad |
|---|---|
| 2nd row | Bad |
| 3rd row | Good |
| 4th row | Good |
| 5th row | Bad |
Common Values
| Value | Count | Frequency (%) |
| Good | 30 | |
| Bad | 23 | |
| (Missing) | 3 | 5.4% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| good | 30 | |
| bad | 23 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Mood_bin_num
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5660377358 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 23 |
| Zeros (%) | 41.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.5003627131 |
|---|---|
| Coefficient of variation (CV) | 0.8839741266 |
| Kurtosis | -2.001800512 |
| Mean | 0.5660377358 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.2743108116 |
| Sum | 30 |
| Variance | 0.2503628447 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 1 | 30 | |
| 0 | 23 | |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 23 | |
| 1 | 30 |
| Value | Count | Frequency (%) |
| 1 | 30 | |
| 0 | 23 |
| Distinct | 47 |
|---|---|
| Distinct (%) | 88.7% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.02861635 |
| Minimum | 9.333333333 |
|---|---|
| Maximum | 23.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 9.333333333 |
|---|---|
| 5-th percentile | 14.85333333 |
| Q1 | 16.11666667 |
| median | 17.05 |
| Q3 | 20.3 |
| 95-th percentile | 22.88666667 |
| Maximum | 23.25 |
| Range | 13.91666667 |
| Interquartile range (IQR) | 4.183333333 |
Descriptive statistics
| Standard deviation | 2.938706794 |
|---|---|
| Coefficient of variation (CV) | 0.1630023479 |
| Kurtosis | 0.2629512044 |
| Mean | 18.02861635 |
| Median Absolute Deviation (MAD) | 1.25 |
| Skewness | 0.01829521002 |
| Sum | 955.5166667 |
| Variance | 8.635997621 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 16 | 4 | 7.1% |
| 16.11666667 | 3 | 5.4% |
| 16.06666667 | 2 | 3.6% |
| 17.78333333 | 1 | 1.8% |
| 16.08333333 | 1 | 1.8% |
| 15.93333333 | 1 | 1.8% |
| 16.81666667 | 1 | 1.8% |
| 18.83333333 | 1 | 1.8% |
| 13.53333333 | 1 | 1.8% |
| 16.4 | 1 | 1.8% |
| Other values (37) | 37 | |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 9.333333333 | 1 | 1.8% |
| 12.98333333 | 1 | 1.8% |
| 13.53333333 | 1 | 1.8% |
| 15.73333333 | 1 | 1.8% |
| 15.8 | 1 | 1.8% |
| 15.93333333 | 1 | 1.8% |
| 16 | 4 | |
| 16.06666667 | 2 | |
| 16.08333333 | 1 | 1.8% |
| 16.11666667 | 3 |
| Value | Count | Frequency (%) |
| 23.25 | 1 | |
| 23.18333333 | 1 | |
| 22.91666667 | 1 | |
| 22.86666667 | 1 | |
| 22.76666667 | 1 | |
| 22.73333333 | 1 | |
| 22.71666667 | 1 | |
| 22.15 | 1 | |
| 21.75 | 1 | |
| 21 | 1 |
| Distinct | 7 |
|---|---|
| Distinct (%) | 13.2% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Memory size | 860.0 B |
| Monday | |
|---|---|
| Tuesday | |
| Saturday | |
| Sunday | |
| Wednesday | |
| Other values (2) |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 7.113207547 |
| Min length | 6 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Saturday |
|---|---|
| 2nd row | Sunday |
| 3rd row | Monday |
| 4th row | Tuesday |
| 5th row | Wednesday |
Common Values
| Value | Count | Frequency (%) |
| Monday | 8 | |
| Tuesday | 8 | |
| Saturday | 8 | |
| Sunday | 8 | |
| Wednesday | 7 | |
| Thursday | 7 | |
| Friday | 7 | |
| (Missing) | 3 | 5.4% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| monday | 8 | |
| tuesday | 8 | |
| saturday | 8 | |
| sunday | 8 | |
| wednesday | 7 | |
| thursday | 7 | |
| friday | 7 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01886792453 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 52 |
| Zeros (%) | 92.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1373605639 |
|---|---|
| Coefficient of variation (CV) | 7.280109889 |
| Kurtosis | 53 |
| Mean | 0.01886792453 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.280109889 |
| Sum | 1 |
| Variance | 0.01886792453 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 0 | 52 | |
| 1 | 1 | 1.8% |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 52 | |
| 1 | 1 | 1.8% |
| Value | Count | Frequency (%) |
| 1 | 1 | 1.8% |
| 0 | 52 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2075471698 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 42 |
| Zeros (%) | 75.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4094316213 |
|---|---|
| Coefficient of variation (CV) | 1.972715994 |
| Kurtosis | 0.2105423988 |
| Mean | 0.2075471698 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.484602326 |
| Sum | 11 |
| Variance | 0.1676342525 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 0 | 42 | |
| 1 | 11 | 19.6% |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 42 | |
| 1 | 11 | 19.6% |
| Value | Count | Frequency (%) |
| 1 | 11 | 19.6% |
| 0 | 42 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2075471698 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 42 |
| Zeros (%) | 75.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4094316213 |
|---|---|
| Coefficient of variation (CV) | 1.972715994 |
| Kurtosis | 0.2105423988 |
| Mean | 0.2075471698 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.484602326 |
| Sum | 11 |
| Variance | 0.1676342525 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 0 | 42 | |
| 1 | 11 | 19.6% |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 42 | |
| 1 | 11 | 19.6% |
| Value | Count | Frequency (%) |
| 1 | 11 | 19.6% |
| 0 | 42 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1132075472 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 47 |
| Zeros (%) | 83.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3198784239 |
|---|---|
| Coefficient of variation (CV) | 2.825592745 |
| Kurtosis | 4.484105131 |
| Mean | 0.1132075472 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.513209734 |
| Sum | 6 |
| Variance | 0.1023222061 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 0 | 47 | |
| 1 | 6 | 10.7% |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 47 | |
| 1 | 6 | 10.7% |
| Value | Count | Frequency (%) |
| 1 | 6 | 10.7% |
| 0 | 47 |
Friends
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4339622642 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 30 |
| Zeros (%) | 53.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.5003627131 |
|---|---|
| Coefficient of variation (CV) | 1.15300973 |
| Kurtosis | -2.001800512 |
| Mean | 0.4339622642 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.2743108116 |
| Sum | 23 |
| Variance | 0.2503628447 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 0 | 30 | |
| 1 | 23 | |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 30 | |
| 1 | 23 |
| Value | Count | Frequency (%) |
| 1 | 23 | |
| 0 | 30 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05660377358 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 50 |
| Zeros (%) | 89.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.4 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2332953179 |
|---|---|
| Coefficient of variation (CV) | 4.121550617 |
| Kurtosis | 14.13665882 |
| Mean | 0.05660377358 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.950223415 |
| Sum | 3 |
| Variance | 0.05442670537 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 0 | 50 | |
| 1 | 3 | 5.4% |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 50 | |
| 1 | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 1 | 3 | 5.4% |
| 0 | 50 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1698113208 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 44 |
| Zeros (%) | 78.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3790600245 |
|---|---|
| Coefficient of variation (CV) | 2.232242367 |
| Kurtosis | 1.326417112 |
| Mean | 0.1698113208 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.810463951 |
| Sum | 9 |
| Variance | 0.1436865022 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 0 | 44 | |
| 1 | 9 | 16.1% |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 44 | |
| 1 | 9 | 16.1% |
| Value | Count | Frequency (%) |
| 1 | 9 | 16.1% |
| 0 | 44 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01886792453 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 52 |
| Zeros (%) | 92.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1373605639 |
|---|---|
| Coefficient of variation (CV) | 7.280109889 |
| Kurtosis | 53 |
| Mean | 0.01886792453 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.280109889 |
| Sum | 1 |
| Variance | 0.01886792453 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 0 | 52 | |
| 1 | 1 | 1.8% |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 52 | |
| 1 | 1 | 1.8% |
| Value | Count | Frequency (%) |
| 1 | 1 | 1.8% |
| 0 | 52 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05660377358 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 50 |
| Zeros (%) | 89.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.4 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2332953179 |
|---|---|
| Coefficient of variation (CV) | 4.121550617 |
| Kurtosis | 14.13665882 |
| Mean | 0.05660377358 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.950223415 |
| Sum | 3 |
| Variance | 0.05442670537 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 0 | 50 | |
| 1 | 3 | 5.4% |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 50 | |
| 1 | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 1 | 3 | 5.4% |
| 0 | 50 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.320754717 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 36 |
| Zeros (%) | 64.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4712334431 |
|---|---|
| Coefficient of variation (CV) | 1.469139558 |
| Kurtosis | -1.430449827 |
| Mean | 0.320754717 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.7905827251 |
| Sum | 17 |
| Variance | 0.2220609579 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 0 | 36 | |
| 1 | 17 | |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 36 | |
| 1 | 17 |
| Value | Count | Frequency (%) |
| 1 | 17 | |
| 0 | 36 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6037735849 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 21 |
| Zeros (%) | 37.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4937931146 |
|---|---|
| Coefficient of variation (CV) | 0.8178448461 |
| Kurtosis | -1.881722689 |
| Mean | 0.6037735849 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.4367948198 |
| Sum | 32 |
| Variance | 0.2438316401 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 1 | 32 | |
| 0 | 21 | |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 21 | |
| 1 | 32 |
| Value | Count | Frequency (%) |
| 1 | 32 | |
| 0 | 21 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07547169811 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 49 |
| Zeros (%) | 87.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2666787612 |
|---|---|
| Coefficient of variation (CV) | 3.533493586 |
| Kurtosis | 9.29695078 |
| Mean | 0.07547169811 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.308673466 |
| Sum | 4 |
| Variance | 0.07111756168 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 0 | 49 | |
| 1 | 4 | 7.1% |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 49 | |
| 1 | 4 | 7.1% |
| Value | Count | Frequency (%) |
| 1 | 4 | 7.1% |
| 0 | 49 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1320754717 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 46 |
| Zeros (%) | 82.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3418128058 |
|---|---|
| Coefficient of variation (CV) | 2.588011244 |
| Kurtosis | 3.121519912 |
| Mean | 0.1320754717 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.237206651 |
| Sum | 7 |
| Variance | 0.1168359942 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 0 | 46 | |
| 1 | 7 | 12.5% |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 46 | |
| 1 | 7 | 12.5% |
| Value | Count | Frequency (%) |
| 1 | 7 | 12.5% |
| 0 | 46 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 11 |
| Missing (%) | 19.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1333333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 39 |
| Zeros (%) | 69.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3437758255 |
|---|---|
| Coefficient of variation (CV) | 2.578318691 |
| Kurtosis | 3.120368004 |
| Mean | 0.1333333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.232390423 |
| Sum | 6 |
| Variance | 0.1181818182 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 0 | 39 | |
| 1 | 6 | 10.7% |
| (Missing) | 11 | 19.6% |
| Value | Count | Frequency (%) |
| 0 | 39 | |
| 1 | 6 | 10.7% |
| Value | Count | Frequency (%) |
| 1 | 6 | 10.7% |
| 0 | 39 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 8.9% |
| Missing | 11 |
| Missing (%) | 19.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 40 |
| Zeros (%) | 71.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.8 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6252272314 |
|---|---|
| Coefficient of variation (CV) | 3.126136157 |
| Kurtosis | 10.99171861 |
| Mean | 0.2 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.339834951 |
| Sum | 9 |
| Variance | 0.3909090909 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=4)
| Value | Count | Frequency (%) |
| 0 | 40 | |
| 1 | 2 | 3.6% |
| 2 | 2 | 3.6% |
| 3 | 1 | 1.8% |
| (Missing) | 11 | 19.6% |
| Value | Count | Frequency (%) |
| 0 | 40 | |
| 1 | 2 | 3.6% |
| 2 | 2 | 3.6% |
| 3 | 1 | 1.8% |
| Value | Count | Frequency (%) |
| 3 | 1 | 1.8% |
| 2 | 2 | 3.6% |
| 1 | 2 | 3.6% |
| 0 | 40 |
| Distinct | 17 |
|---|---|
| Distinct (%) | 37.8% |
| Missing | 11 |
| Missing (%) | 19.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2906666667 |
| Minimum | 0 |
|---|---|
| Maximum | 0.84 |
| Zeros | 2 |
| Zeros (%) | 3.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.048 |
| Q1 | 0.16 |
| median | 0.24 |
| Q3 | 0.4 |
| 95-th percentile | 0.552 |
| Maximum | 0.84 |
| Range | 0.84 |
| Interquartile range (IQR) | 0.24 |
Descriptive statistics
| Standard deviation | 0.1750636248 |
|---|---|
| Coefficient of variation (CV) | 0.6022831128 |
| Kurtosis | 0.9083290513 |
| Mean | 0.2906666667 |
| Median Absolute Deviation (MAD) | 0.12 |
| Skewness | 0.7940941975 |
| Sum | 13.08 |
| Variance | 0.03064727273 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 0.16 | 8 | |
| 0.24 | 6 | |
| 0.36 | 4 | 7.1% |
| 0.32 | 3 | 5.4% |
| 0.12 | 3 | 5.4% |
| 0.28 | 3 | 5.4% |
| 0.52 | 3 | 5.4% |
| 0.2 | 2 | 3.6% |
| 0 | 2 | 3.6% |
| 0.4 | 2 | 3.6% |
| Other values (7) | 9 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 0 | 2 | 3.6% |
| 0.04 | 1 | 1.8% |
| 0.08 | 1 | 1.8% |
| 0.12 | 3 | 5.4% |
| 0.16 | 8 | |
| 0.2 | 2 | 3.6% |
| 0.24 | 6 | |
| 0.28 | 3 | 5.4% |
| 0.32 | 3 | 5.4% |
| 0.36 | 4 |
| Value | Count | Frequency (%) |
| 0.84 | 1 | 1.8% |
| 0.64 | 1 | 1.8% |
| 0.56 | 1 | 1.8% |
| 0.52 | 3 | |
| 0.48 | 2 | |
| 0.44 | 2 | |
| 0.4 | 2 | |
| 0.36 | 4 | |
| 0.32 | 3 | |
| 0.28 | 3 |
| Distinct | 19 |
|---|---|
| Distinct (%) | 42.2% |
| Missing | 11 |
| Missing (%) | 19.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4808888889 |
| Minimum | 0.12 |
|---|---|
| Maximum | 0.96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0.12 |
|---|---|
| 5-th percentile | 0.168 |
| Q1 | 0.36 |
| median | 0.44 |
| Q3 | 0.6 |
| 95-th percentile | 0.864 |
| Maximum | 0.96 |
| Range | 0.84 |
| Interquartile range (IQR) | 0.24 |
Descriptive statistics
| Standard deviation | 0.2086299706 |
|---|---|
| Coefficient of variation (CV) | 0.4338423604 |
| Kurtosis | -0.4650315186 |
| Mean | 0.4808888889 |
| Median Absolute Deviation (MAD) | 0.16 |
| Skewness | 0.355903593 |
| Sum | 21.64 |
| Variance | 0.04352646465 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 0.44 | 6 | |
| 0.56 | 5 | |
| 0.4 | 5 | |
| 0.28 | 4 | 7.1% |
| 0.2 | 3 | 5.4% |
| 0.36 | 3 | 5.4% |
| 0.68 | 3 | 5.4% |
| 0.16 | 2 | 3.6% |
| 0.88 | 2 | 3.6% |
| 0.6 | 2 | 3.6% |
| Other values (9) | 10 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 0.12 | 1 | 1.8% |
| 0.16 | 2 | 3.6% |
| 0.2 | 3 | |
| 0.28 | 4 | |
| 0.32 | 1 | 1.8% |
| 0.36 | 3 | |
| 0.4 | 5 | |
| 0.44 | 6 | |
| 0.48 | 1 | 1.8% |
| 0.52 | 1 | 1.8% |
| Value | Count | Frequency (%) |
| 0.96 | 1 | 1.8% |
| 0.88 | 2 | 3.6% |
| 0.8 | 1 | 1.8% |
| 0.76 | 2 | 3.6% |
| 0.72 | 1 | 1.8% |
| 0.68 | 3 | |
| 0.64 | 1 | 1.8% |
| 0.6 | 2 | 3.6% |
| 0.56 | 5 | |
| 0.52 | 1 | 1.8% |
| Distinct | 15 |
|---|---|
| Distinct (%) | 40.5% |
| Missing | 19 |
| Missing (%) | 33.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.02702703 |
| Minimum | 8 |
|---|---|
| Maximum | 24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 8.8 |
| Q1 | 11 |
| median | 15 |
| Q3 | 18 |
| 95-th percentile | 23.2 |
| Maximum | 24 |
| Range | 16 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.46894523 |
|---|---|
| Coefficient of variation (CV) | 0.2973938373 |
| Kurtosis | -0.550457101 |
| Mean | 15.02702703 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.447034446 |
| Sum | 556 |
| Variance | 19.97147147 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 11 | 7 | 12.5% |
| 15 | 5 | 8.9% |
| 13 | 3 | 5.4% |
| 18 | 3 | 5.4% |
| 16 | 3 | 5.4% |
| 8 | 2 | 3.6% |
| 24 | 2 | 3.6% |
| 17 | 2 | 3.6% |
| 22 | 2 | 3.6% |
| 9 | 2 | 3.6% |
| Other values (5) | 6 | 10.7% |
| (Missing) | 19 |
| Value | Count | Frequency (%) |
| 8 | 2 | 3.6% |
| 9 | 2 | 3.6% |
| 11 | 7 | |
| 12 | 1 | 1.8% |
| 13 | 3 | |
| 14 | 2 | 3.6% |
| 15 | 5 | |
| 16 | 3 | |
| 17 | 2 | 3.6% |
| 18 | 3 |
| Value | Count | Frequency (%) |
| 24 | 2 | 3.6% |
| 23 | 1 | 1.8% |
| 22 | 2 | 3.6% |
| 21 | 1 | 1.8% |
| 19 | 1 | 1.8% |
| 18 | 3 | |
| 17 | 2 | 3.6% |
| 16 | 3 | |
| 15 | 5 | |
| 14 | 2 | 3.6% |
GeoLatitude
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 21 |
|---|---|
| Distinct (%) | 46.7% |
| Missing | 11 |
| Missing (%) | 19.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.52258714 |
| Minimum | 0 |
|---|---|
| Maximum | 53.78028447 |
| Zeros | 5 |
| Zeros (%) | 8.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 53.38352773 |
| median | 53.38357832 |
| Q3 | 53.38357832 |
| 95-th percentile | 53.78026661 |
| Maximum | 53.78028447 |
| Range | 53.78028447 |
| Interquartile range (IQR) | 5.059 × 10-5 |
Descriptive statistics
| Standard deviation | 16.99230175 |
|---|---|
| Coefficient of variation (CV) | 0.3575626408 |
| Kurtosis | 4.767905729 |
| Mean | 47.52258714 |
| Median Absolute Deviation (MAD) | 5.059 × 10-5 |
| Skewness | -2.560652251 |
| Sum | 2138.516421 |
| Variance | 288.7383189 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 53.38357832 | 18 | |
| 0 | 5 | 8.9% |
| 53.38352773 | 4 | 7.1% |
| 53.38346404 | 1 | 1.8% |
| 53.38348901 | 1 | 1.8% |
| 53.78018372 | 1 | 1.8% |
| 53.38352712 | 1 | 1.8% |
| 53.38352775 | 1 | 1.8% |
| 53.38355622 | 1 | 1.8% |
| 53.38346637 | 1 | 1.8% |
| Other values (11) | 11 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 53.38345268 | 1 | 1.8% |
| 53.38346404 | 1 | 1.8% |
| 53.38346637 | 1 | 1.8% |
| 53.38348901 | 1 | 1.8% |
| 53.38352712 | 1 | 1.8% |
| 53.38352773 | 4 | |
| 53.38352775 | 1 | 1.8% |
| 53.38355111 | 1 | 1.8% |
| 53.38355622 | 1 | 1.8% |
| Value | Count | Frequency (%) |
| 53.78028447 | 1 | |
| 53.78026785 | 1 | |
| 53.78026754 | 1 | |
| 53.78026288 | 1 | |
| 53.78026001 | 1 | |
| 53.78018372 | 1 | |
| 53.78017703 | 1 | |
| 53.78012492 | 1 | |
| 53.38445927 | 1 | |
| 53.38357877 | 1 |
GeoLongitude
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 22 |
|---|---|
| Distinct (%) | 48.9% |
| Missing | 11 |
| Missing (%) | 19.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.778020817 |
| Minimum | -7.46957665 |
|---|---|
| Maximum | 0 |
| Zeros | 5 |
| Zeros (%) | 8.9% |
| Negative | 40 |
| Negative (%) | 71.4% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | -7.46957665 |
|---|---|
| 5-th percentile | -7.469355483 |
| Q1 | -6.258099324 |
| median | -6.258099324 |
| Q3 | -6.257778772 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 7.46957665 |
| Interquartile range (IQR) | 0.000320552 |
Descriptive statistics
| Standard deviation | 2.11694638 |
|---|---|
| Coefficient of variation (CV) | -0.3663791542 |
| Kurtosis | 4.099642159 |
| Mean | -5.778020817 |
| Median Absolute Deviation (MAD) | 0.000320518 |
| Skewness | 2.312166097 |
| Sum | -260.0109368 |
| Variance | 4.481461975 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| -6.258099324 | 18 | |
| 0 | 5 | 8.9% |
| -6.257778806 | 3 | 5.4% |
| -6.257524122 | 1 | 1.8% |
| -6.2597022 | 1 | 1.8% |
| -6.257778772 | 1 | 1.8% |
| -7.469236963 | 1 | 1.8% |
| -6.257778515 | 1 | 1.8% |
| -6.257781271 | 1 | 1.8% |
| -6.258027506 | 1 | 1.8% |
| Other values (12) | 12 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| -7.46957665 | 1 | |
| -7.469441862 | 1 | |
| -7.469372498 | 1 | |
| -7.469287422 | 1 | |
| -7.469253996 | 1 | |
| -7.469248397 | 1 | |
| -7.46923887 | 1 | |
| -7.469236963 | 1 | |
| -6.2597022 | 1 | |
| -6.258099767 | 1 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| -6.257524122 | 1 | 1.8% |
| -6.257560964 | 1 | 1.8% |
| -6.257571666 | 1 | 1.8% |
| -6.257618053 | 1 | 1.8% |
| -6.257713025 | 1 | 1.8% |
| -6.257778515 | 1 | 1.8% |
| -6.257778772 | 1 | 1.8% |
| -6.257778806 | 3 | |
| -6.257781271 | 1 | 1.8% |
| Distinct | 38 |
|---|---|
| Distinct (%) | 82.6% |
| Missing | 10 |
| Missing (%) | 17.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2954016563 |
| Minimum | 0.2171428571 |
|---|---|
| Maximum | 0.43 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0.2171428571 |
|---|---|
| 5-th percentile | 0.2289285714 |
| Q1 | 0.2578571429 |
| median | 0.2883333333 |
| Q3 | 0.3334285714 |
| 95-th percentile | 0.3871428571 |
| Maximum | 0.43 |
| Range | 0.2128571429 |
| Interquartile range (IQR) | 0.07557142857 |
Descriptive statistics
| Standard deviation | 0.05055461478 |
|---|---|
| Coefficient of variation (CV) | 0.1711385624 |
| Kurtosis | -0.1002169023 |
| Mean | 0.2954016563 |
| Median Absolute Deviation (MAD) | 0.035 |
| Skewness | 0.6729420828 |
| Sum | 13.58847619 |
| Variance | 0.002555769076 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 0.2914285714 | 2 | 3.6% |
| 0.2666666667 | 2 | 3.6% |
| 0.2466666667 | 2 | 3.6% |
| 0.2866666667 | 2 | 3.6% |
| 0.2685714286 | 2 | 3.6% |
| 0.2533333333 | 2 | 3.6% |
| 0.336 | 2 | 3.6% |
| 0.3066666667 | 2 | 3.6% |
| 0.3028571429 | 1 | 1.8% |
| 0.2857142857 | 1 | 1.8% |
| Other values (28) | 28 | |
| (Missing) | 10 | 17.9% |
| Value | Count | Frequency (%) |
| 0.2171428571 | 1 | |
| 0.22 | 1 | |
| 0.2285714286 | 1 | |
| 0.23 | 1 | |
| 0.2342857143 | 1 | |
| 0.24 | 1 | |
| 0.2466666667 | 2 | |
| 0.2514285714 | 1 | |
| 0.2533333333 | 2 | |
| 0.2571428571 | 1 |
| Value | Count | Frequency (%) |
| 0.43 | 1 | |
| 0.39 | 1 | |
| 0.3885714286 | 1 | |
| 0.3828571429 | 1 | |
| 0.376 | 1 | |
| 0.36 | 1 | |
| 0.3533333333 | 1 | |
| 0.35 | 1 | |
| 0.3466666667 | 1 | |
| 0.3428571429 | 1 |
| Distinct | 45 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 10 |
| Missing (%) | 17.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4857453416 |
| Minimum | 0.3485714286 |
|---|---|
| Maximum | 0.6866666667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0.3485714286 |
|---|---|
| 5-th percentile | 0.3616666667 |
| Q1 | 0.3964285714 |
| median | 0.4564285714 |
| Q3 | 0.5745238095 |
| 95-th percentile | 0.6571428571 |
| Maximum | 0.6866666667 |
| Range | 0.3380952381 |
| Interquartile range (IQR) | 0.1780952381 |
Descriptive statistics
| Standard deviation | 0.1023493325 |
|---|---|
| Coefficient of variation (CV) | 0.2107057417 |
| Kurtosis | -1.003790074 |
| Mean | 0.4857453416 |
| Median Absolute Deviation (MAD) | 0.07442857143 |
| Skewness | 0.5173229513 |
| Sum | 22.34428571 |
| Variance | 0.01047538586 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=45)
| Value | Count | Frequency (%) |
| 0.3866666667 | 2 | 3.6% |
| 0.6333333333 | 1 | 1.8% |
| 0.5533333333 | 1 | 1.8% |
| 0.6 | 1 | 1.8% |
| 0.5666666667 | 1 | 1.8% |
| 0.6114285714 | 1 | 1.8% |
| 0.6571428571 | 1 | 1.8% |
| 0.6571428571 | 1 | 1.8% |
| 0.6857142857 | 1 | 1.8% |
| 0.6866666667 | 1 | 1.8% |
| Other values (35) | 35 | |
| (Missing) | 10 | 17.9% |
| Value | Count | Frequency (%) |
| 0.3485714286 | 1 | |
| 0.3542857143 | 1 | |
| 0.36 | 1 | |
| 0.3666666667 | 1 | |
| 0.37 | 1 | |
| 0.3714285714 | 1 | |
| 0.3733333333 | 1 | |
| 0.38 | 1 | |
| 0.384 | 1 | |
| 0.3866666667 | 2 |
| Value | Count | Frequency (%) |
| 0.6866666667 | 1 | |
| 0.6857142857 | 1 | |
| 0.6571428571 | 1 | |
| 0.6571428571 | 1 | |
| 0.6533333333 | 1 | |
| 0.6333333333 | 1 | |
| 0.616 | 1 | |
| 0.6114285714 | 1 | |
| 0.6 | 1 | |
| 0.59 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1428571429 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 48 |
| Zeros (%) | 85.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 672.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3530939318 |
|---|---|
| Coefficient of variation (CV) | 2.471657523 |
| Kurtosis | 2.488644305 |
| Mean | 0.1428571429 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.097857465 |
| Sum | 8 |
| Variance | 0.1246753247 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 0 | 48 | |
| 1 | 8 | 14.3% |
| Value | Count | Frequency (%) |
| 0 | 48 | |
| 1 | 8 | 14.3% |
| Value | Count | Frequency (%) |
| 1 | 8 | 14.3% |
| 0 | 48 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| Date | Mood | Mood_num | Mood_bin | Mood_bin_num | Time | Day | Entertainment | Exercise | Family | Food | Friends | Hobby | Love | Music | NightOut | Projects | School | SelfCare | Sleep | CaffeineCups | AlcoholDrinks | Stress | Sleepiness | PreviousNightMood | GeoLatitude | GeoLongitude | StressR7DM | SleepinessR7DM | AtHome | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2022-10-01 | Okay | 2.0 | Bad | 0.0 | 16.200000 | Saturday | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.16 | 0.16 | NaN | 53.780268 | -7.469254 | NaN | NaN | 1 |
| 1 | 2022-10-02 | Bad | 1.0 | Bad | 0.0 | 20.750000 | Sunday | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.24 | 0.44 | NaN | 53.780260 | -7.469239 | NaN | NaN | 1 |
| 2 | 2022-10-03 | Terrific | 4.0 | Good | 1.0 | 18.350000 | Monday | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.52 | 0.56 | NaN | 53.780263 | -7.469287 | NaN | NaN | 1 |
| 3 | 2022-10-04 | Terrific | 4.0 | Good | 1.0 | 22.733333 | Tuesday | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.24 | 0.32 | NaN | 53.383453 | -6.257561 | 0.290000 | 0.370000 | 0 |
| 4 | 2022-10-05 | Okay | 2.0 | Bad | 0.0 | 22.150000 | Wednesday | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.16 | 0.44 | NaN | 53.383464 | -6.257524 | 0.264000 | 0.384000 | 0 |
| 5 | 2022-10-06 | Terrible | 0.0 | Bad | 0.0 | 16.350000 | Thursday | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.52 | 0.40 | NaN | 53.383489 | -6.257713 | 0.306667 | 0.386667 | 0 |
| 6 | 2022-10-07 | Good | 3.0 | Good | 1.0 | 17.316667 | Friday | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.306667 | 0.386667 | 0 |
| 7 | 2022-10-08 | Good | 3.0 | Good | 1.0 | 18.866667 | Saturday | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.336000 | 0.432000 | 0 |
| 8 | 2022-10-09 | Bad | 1.0 | Bad | 0.0 | 22.916667 | Sunday | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.24 | 0.40 | NaN | 53.780268 | -7.469248 | 0.336000 | 0.424000 | 1 |
| 9 | 2022-10-10 | Bad | 1.0 | Bad | 0.0 | 12.983333 | Monday | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.64 | 0.64 | NaN | 53.383551 | -6.257618 | 0.360000 | 0.440000 | 0 |
Last rows
| Date | Mood | Mood_num | Mood_bin | Mood_bin_num | Time | Day | Entertainment | Exercise | Family | Food | Friends | Hobby | Love | Music | NightOut | Projects | School | SelfCare | Sleep | CaffeineCups | AlcoholDrinks | Stress | Sleepiness | PreviousNightMood | GeoLatitude | GeoLongitude | StressR7DM | SleepinessR7DM | AtHome | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 46 | 2022-11-16 | Okay | 2.0 | Bad | 0.0 | 17.050000 | Wednesday | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.36 | 0.12 | 18.0 | 53.383466 | -6.257572 | 0.260000 | 0.506667 | 0 |
| 47 | 2022-11-17 | Okay | 2.0 | Bad | 0.0 | 16.233333 | Thursday | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.20 | 0.44 | 16.0 | 53.383556 | -6.258028 | 0.286667 | 0.433333 | 0 |
| 48 | 2022-11-18 | Terrific | 4.0 | Good | 1.0 | 20.816667 | Friday | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.12 | 0.20 | 22.0 | 53.383528 | -6.257781 | 0.280000 | 0.393333 | 0 |
| 49 | 2022-11-19 | Good | 3.0 | Good | 1.0 | 20.266667 | Saturday | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.36 | 0.76 | 11.0 | 53.383527 | -6.257779 | 0.246667 | 0.360000 | 0 |
| 50 | 2022-11-20 | Okay | 2.0 | Bad | 0.0 | 16.183333 | Sunday | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.52 | 0.28 | 11.0 | 53.780184 | -7.469237 | 0.285714 | 0.348571 | 1 |
| 51 | 2022-11-21 | Bad | 1.0 | Bad | 0.0 | 20.633333 | Monday | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.40 | 0.40 | 11.0 | 53.383528 | -6.257779 | 0.302857 | 0.354286 | 0 |
| 52 | 2022-11-22 | Okay | 2.0 | Bad | 0.0 | 19.016667 | Tuesday | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.32 | 0.80 | 11.0 | 0.000000 | 0.000000 | 0.325714 | 0.428571 | 0 |
| 53 | 2022-11-23 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 0.0 | 0.48 | 0.20 | 9.0 | 53.383528 | -6.257779 | 0.342857 | 0.440000 | 0 |
| 54 | 2022-11-24 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 0.0 | 0.48 | 0.68 | 15.0 | 53.383528 | -6.257779 | 0.382857 | 0.474286 | 0 |
| 55 | 2022-11-25 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 0.0 | 0.16 | 0.28 | 15.0 | 53.383528 | -6.257779 | 0.388571 | 0.485714 | 0 |